Scalable Message-Passing Quantum Graph Neural Networks in the Weisfeiler-Leman Hierarchy
25 Jun 2026
Graphs provide a natural language for relational data in chemistry, biology and optimisation. Graph neural networks (GNNs) have driven much of the recent progress in learning from such data through message passing, a single primitive that generalises convolution and attention.